Judgment risk intelligent identification and early warning method and system, medium and equipment

Abstract

The invention provides a judgment risk intelligent identification and early warning method. The method comprises the steps of obtaining case elements and calculating feature vectors of the case elements; inputting the obtained case element feature vectors into a trained multi-mark classification model to obtain a set of possible risk categories of the case; calculating a case early warning index according to the possible risk category set of the case, and selecting a preset corresponding early warning mode and an early warning object for early warning according to the value of the early warning index; according to the invention, complex risk points of multiple stages and multiple categories in the judgment process can be automatically identified, and the defect that the current complex judgment risk identification still depends on manual analysis and evaluation is solved; meanwhile, classification and graded intelligent early warning of judgment risks are achieved, and a court can be helped to efficiently respond to the risks so as to reduce risk hazards.

Description

technical field [0001] The present disclosure relates to the technical field of early warning of trial risk, in particular to a method, system, medium and equipment for intelligent identification and early warning of trial risk. Background technique [0002] The statements in this section merely provide background information related to the present disclosure and may not necessarily constitute prior art. [0003] With the continuous deepening of my country's comprehensive rule of law, the importance of court trial work has become more prominent. At present, the trial work of my country's courts is characterized by a large volume, wide areas, long lines, and many points. The courts are faced with a serious contradiction between the number of cases and the number of cases. Under such circumstances, in the face of complex litigation cases, it is inevitable that there will be some omissions in the trial work. These omissions are risk points that trigger social public opinion a...

AI Technical Summary

Problems solved by technology

[0005] In order to solve the deficiencies of the prior art, the present disclosure provides a trial risk intelligent identification and early warning method, system, medium and equipment, which can automatically identify complex risk points in multiple stages and categories in the trial process, and solve the current complex Judgment risk identification still relies on the shortcomings of manual analysis and evaluation; at the same time, it realizes the classification and grading of trial risks and intelligent early warning, which can help courts respond to risks efficiently to reduce risk hazards

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